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This paper proposes a scalable, domain-agnostic framework for automated LLM evaluation that uses pairwise comparisons by multiple LLMs and an Elo rating system to approximate expert judgments, reducing the need for human intervention.
MRT is a 20B-parameter masked region diffusion model that unifies text-to-layers, image-to-layers, and layers-to-layers tasks for scalable multi-layer transparent image generation and editing, achieving state-of-the-art performance.